The house felt too quiet, the absence of sound almost painful for Oliver. The notification was from Greg, the boy who'd made him the butt of every joke in elementary school. He had been trying to finish a jigsaw puzzle, but his mind kept wandering. The pieces sat, scattered, in disarray. He sighed.

He thought of the long walks home, the feeling of being isolated, the way he’d been excluded. His hands felt clammy. He could almost hear Greg's laughter. He felt a profound sense of weariness, a desire to simply disappear. He gave up on the puzzle, and walked to the door.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259